1,603 published MCP servers in this category · page 6 of 27 · all categories
97-domain knowledge graphs for AI agents — 4× F1 of RAG, 11× fewer tokens. MCP-native.
NVIDIA Nemotron + Perplexity Sonar as knowledge graphs — 2 domains, 83 nodes. MCP-native.
Claimidx is prior art for agents: a compact, replay-gated index of software failures other agents have already paid to solve. It is the failure layer — what broke and how it was fixed — not a…
Context-aware MCP prompt compiler with a composable pipeline: clarify_with_user → ground_prompt OR optimize_prompt → critique_prompt, all in one call
Condition-aware ingredient & product safety for AI agents: verdict, evidence tier, citations.
Pull Deep Memory from across your Claude Code Sessions — when you need it.
Persistent memory + decision tracking for Claude across sessions. Local SQLite, no cloud.
A biologically-inspired persistent memory system for LLMs, modeled on neuroplasticity, consolidation, and sleep.
🆕 Looking for persistent memory for Claude Code? Check out memsearch Claude Code plugin — a markdown-first memory system that gives your AI agent long-term memory across sessions.
Model Context Protocol (MCP) tool to interact with Claude Desktop on macOS
Supercharges Claude with documentation search capabilities by providing a powerful MCP server.
Persistent Project Context for Claude. IANA-registered .faf format, 35 MCP tools, 547 tests.
Cross-session memory for Claude Code — context capture, semantic search, recall
A Model Context Protocol (MCP) server that provides persistent, searchable conversation memory across multiple AI platforms. Store, search, and
An MCP (Model Context Protocol) server implementation that provides persistent memory capabilities for Large Language Models, specifically designed
This project aimed to provide persistent context management across Claude sessions via an MCP server. Since then, Claude Code has shipped native
Session continuity for AI coding agents. Your agent picks up where it left off — never re-explain your project again. Persistent memory for Claude Code, OpenAI Codex CLI & Google Gemini CLI, sharing…
Session continuity and persistent memory for Claude Code, OpenAI Codex CLI & Google Gemini CLI. Auto-injects past context on start, hands over hot
Agentic AI for your vault. Use Claude, ChatGPT, Gemini, and local models to chat, search, create, and manage your notes with semantic memory, image
Symphony of One MCP - enables multi-agent collaboration through centralized chat rooms with persistent memory and tagging
Persistent memory + FTS5 search MCP server for Claude Code conversation history.
Model Context Protocol (MCP) server for CLI for Microsoft 365 that allows to use natural language to manage your Microsoft 365 tenant.
Extend Click applications with Model Context Protocol (MCP) support
Ce projet est une implémentation du protocole MCP (Model Context Protocol) qui permet la communication entre des modèles d'IA et des outils externes.
A memory system for Cline that tracks progress between conversations.
Provider-fixed web search plus transparent URL, DOI, and document fetching
Clipy is the first agent-readable screen recorder — free, no watermark, for Mac, Chrome, and the web. One share link: humans watch the video, AI
Clix MCP Server for assisting Clix SDK/API integrations with semantic search across Clix docs and SDK source (iOS, Android, Flutter, React Native).
Cloudinary NPM for node.js integration
Cross-LLM persistent memory: store context once, recall it from any AI model.
EU-hosted AI gateway: one model name (codai), persistent memory, cloud environments, CI fixes.
CodeFundi MCP server for codebase mapping and blast-radius analysis.
A tool to convert code snippets into AI prompts for documentation or explanation purposes.
Persistent codebase knowledge graph. Survives session restarts and context compaction.
Indexes codebase into a local knowledge graph with 40+ AI tools and codebase-guard.
This MCP server provides JavaScript execution capabilities with a modern runtime.
CodeCompass helps developers tackle legacy or existing codebases by giving AI coding assistants the context they need to deliver spot-on suggestions. Legacy code is tough for AI—it’s often messy…
JupyterLab - Abstract Code Editor
A blazingly fast codebase graphRAG implementation in 100% Rust
AI coding agents waste 40-80% of their tokens on discovery — grepping through files, reading irrelevant code, and rebuilding context they've already seen in previous sessions.
Find GitHub implementations of arXiv research papers — paper lookup, ranked code, search.
Prevent cross-repo architectural breakage before merge. Architecture knowledge graph from static analysis, blast radius in CI, MCP server for AI
An intelligent code memory system that leverages vector embeddings, structured databases, and knowledge graphs to store, retrieve, and analyze code
Build searchable AI research knowledge bases with hybrid vector search directly in Claude Desktop.
Works with Claude Code, GitHub Copilot (VS Code 1.99+), Cursor, Windsurf, and Claude Desktop. One command to index; the Claude Code plugin keeps it in sync from there.
See your codebase clearly. Universal AI context generator that maps routes, schema, components, dependencies, and more for Claude Code, Cursor
MCP server for codewiki.google: search repos, fetch wiki docs, ask questions
A Model Context Protocol server
CogmemAi: Autonomous Cognitive Memory for Any Ai System. 95.10% on LongMemEval (top published score on the field's hardest long-term memory
Ebbinghaus-based persistent memory for Claude. Memories decay with time, strengthen on recall.
Local-first engineering cognition for AI coding agents — persistent memory over your codebase.
MCP server for interacting with cryptocurrency daemon RPC interfaces
The server implements a few of the [Coinmarket API](https://coinmarketcap.com/api/documentation/v1/#section/Introduction) endpoints - Custom
Codebase memory for AI agents: an AST index plus agent-written notes that self-stale.
Deterministic knowledge for AI agents: search, fetch, cite and verify a 48M-entry knowledge base.
MCP server for persistent, semantic memory across AI sessions
ComfyUI MCP server: knowledge base, workflow builder, real-time execution, models, plugins.
SSE-based server hosted on AWS. Just add URL + token to your AI client.
Manage tasks, sprints, projects, and wiki pages in your Ithura workspace.
A Model Context Protocol (MCP) server that enables secure command execution on the host system. This server allows AI assistants like Claude to run